0.21 Spearman's rho
LSTM: Spearman's rho on Sarkisyan GFP fluorescence
- Tested configuration
- LSTM (no pretraining)
- Task
- TAPE Fluorescence
- Dataset
- TAPE Fluorescence source dataset
- Procedure
- Train/validation at most 3 mutations; test 4–15 mutations from the GFP parent
- Evaluation
- LSTM (no pretraining): Sarkisyan GFP fluorescence
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row2(No pretraining/LSTM),columnFluorescence
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Reproduction
- Split
- Train/validation at most 3 mutations; test 4–15 mutations from the GFP parent
- Adaptation
- No pretraining; original TAPE paper task-specific supervised head
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.21 Individual claims | tape primary benchmark evidence Table2,p.7,row2(No pretraining/LSTM),columnFluorescence Version: 1906.08230v1 | source checked Primary-table transcription and separate automated source review · 2026-09-17 author reported Audit detailsSource checked does not mean experimentally reproduced. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- tape primary benchmark evidence · Original source · 1906.08230v1
Technical metadata and extraction receipts
Stable ID: paper-result-674218c8708faff017
- areas
- protein-function
- printed value
- 0.21
- numeric value
- 0.21
- metric
- Spearman's rho
- metric direction
- higher
- unit
- correlation
- uncertainty
- Not reported
- eligible count
- Not reported
- scored count
- Not reported
- reported population
- count: 27217; unit: protein variants
- source locator
- Table2,p.7,row2(No pretraining/LSTM),columnFluorescence
- source occurrences
- source id: evidence-discovery-final-tape; locator: Table2,p.7,row2(No pretraining/LSTM),columnFluorescence
- review
- method: Primary-table transcription and separate automated source review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.
- missing metadata
- scored count: unreported; eligible count: unextracted; checkpoint revision: unextracted; uncertainty: unreported